Approximations Flashcards
What are the reasons for approximations?
Save storage for a computing
Model the value in simple manner
The tools available cannot use the full accuracy of the value
It is necessary to round to a finite decimal place such as currency
What is the error?
The error of an approximation is the difference between the exact value and approximation
What is the formula for finding the error?
Error = X - x
Where the exact value is ‘x’ and approximation is ‘X’
What is the absolute error?
The absolute error is defined as the absolute value of the error. The absolute error is to find the modulus; it is always positive
What is the equation for the absolute error?
Absolute error = I X-x I
What is the relative error?
Relative error is the ratio of the error to the exact value
What is the equation for the relative error?
X-x/x if x != 0
Where exact value is ‘x’ and the approximation is ‘X’
What is absolute relative error?
Absolute relative error is the ratio of the size of the error to the magnitude of the exact value
What is the equation of absolute relative error?
Absolute relative error = I X-x/x I
What is percentage error?
When the absolute relative error is expressed as a percentage, it is called percentage error
What is the equation of which radian-degree conversion is derived?
180o = (pi)(radians)
How do you convert from degrees to radians?
Degrees* (pi/180) = Radians
How to convert from radians to degrees?
Radians * 180/pi = Degrees
What are the rules for answering questions with pi and radians?
If an angle is simple and is to be given as radians, leave the answer in pi form
All measurements in pi are assumed to be in radians
What is the equation for maximum error of a number rounded to ‘n’ decimal places?
5*10-n-1
What is chopping?
Chopping is where the numbers after a specified number of decimal places are omitted
What is the equation for the maximum possible error when a number is chopped to ‘n’ decimal places?
Error < 1 x 10-n
What is the average error in each value of a rounded value?
The average error in each value is 0 as the error of numbers rounded up and rounded down cancel each other
What is the average error of a chopped value?
This is the maximum error divided by 2. This is because numbers cannot be rounded down so the lowest error is 0.
What is the formula for expected error of a data set?
Number of values in data set * Average error
What is the error interval?
The error interval are the limits of accuracy when a number has been rounded or truncated
What answer do you give when a question asks for interval estimate?
Using the estimate, calculate the answer of which both bounds round to
If this is not possible, the question is a precautionary example
What is the approximation for the relative error of XY?
R1 + R2
Where R1 is the relative error of X/x and R2 is the relative error of Y/y
How does the approximation of relative error differ from the approximation of absolute relative error?
Rather than R1 +- R2, the approximation for absolute relative error for X and Y is IR1 +- R2I
What is an ill-conditioned problem?
A problem is called ill-conditioned if a small relative error in data can cause a large relative error in the computed solution regardless of the method